{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Statistical Characteristics of GMT-generated Signal:\n",
      " - Actual mean: -0.002984 (Target: 0)\n",
      " - Actual standard deviation: 0.985394 (Target: 1)\n",
      "\n",
      "KS Test Results:\n",
      " - KS statistic D = 0.0067\n",
      " - p-value = 0.7569\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x720 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy import stats\n",
    "import time\n",
    "import matplotlib.gridspec as gridspec\n",
    "from matplotlib.ticker import MaxNLocator\n",
    "\n",
    "# ======================================================\n",
    "# Generalized Mapping Theory (GMT) Gaussian White Noise Generator\n",
    "# Custom implementation based on Central Limit Theorem (CLT), avoiding existing algorithms\n",
    "# ======================================================\n",
    "class GMTGaussianGenerator:\n",
    "    def __init__(self, seed=None):\n",
    "        self.seed = seed if seed else int(time.time())\n",
    "        np.random.seed(self.seed)\n",
    "        \n",
    "        # GMT component definitions\n",
    "        self.A = None      # Object set (initial seeds)\n",
    "        self.F = None      # Operation set (transformation function)\n",
    "        self.P = {         # Probability set (distribution parameters)\n",
    "            'mu': 0, \n",
    "            'sigma': 1\n",
    "        }\n",
    "        self.B = None      # Result set (output signal)\n",
    "        \n",
    "    def generate(self, N, mu=0, sigma=1):\n",
    "        \"\"\"Generate Gaussian white noise signal\"\"\"\n",
    "        # Set distribution parameters (probability set P)\n",
    "        self.P['mu'] = mu\n",
    "        self.P['sigma'] = sigma\n",
    "        \n",
    "        # Generate initial seeds (object set A): 12 groups of uniform distribution (required by CLT)\n",
    "        self.A = np.random.rand(12, N)\n",
    "        \n",
    "        # Define transformation operation (operation set F): custom implementation avoiding standard algorithms\n",
    "        def gmt_operation(A, P):\n",
    "            \"\"\"GMT transformation: convert uniform distribution to Gaussian distribution based on CLT\"\"\"\n",
    "            # Step 1: Sum each group of uniform distribution (core of Central Limit Theorem)\n",
    "            summed = np.sum(A, axis=0)\n",
    "            \n",
    "            # Step 2: Standardize to standard normal distribution\n",
    "            # Theoretical mean: 12 * 0.5 = 6\n",
    "            # Theoretical variance: 12 * (1/12) = 1\n",
    "            z = (summed - 6) \n",
    "            \n",
    "            # Step 3: Apply probability set parameters to get final distribution\n",
    "            return z * P['sigma'] + P['mu']\n",
    "        \n",
    "        self.F = gmt_operation\n",
    "        self.B = self.F(self.A, self.P)\n",
    "        return self.B\n",
    "    \n",
    "    def ks_test(self):\n",
    "        \"\"\"KS test to verify distribution properties\"\"\"\n",
    "        if self.B is None:\n",
    "            raise ValueError(\"Generate data first before performing KS test\")\n",
    "            \n",
    "        # Perform KS test\n",
    "        kstest = stats.kstest(self.B, 'norm', \n",
    "                              args=(self.P['mu'], self.P['sigma']))\n",
    "        return kstest\n",
    "\n",
    "# ======================================================\n",
    "# Visualization Analysis\n",
    "# ======================================================\n",
    "def visualize_analysis(signal, sample_rate=1000, ks_result=None, N=500):\n",
    "    plt.figure(figsize=(14, 10))\n",
    "    gs = gridspec.GridSpec(3, 1, height_ratios=[1, 1, 1])\n",
    "    \n",
    "    # 1. Time Domain Analysis\n",
    "    ax_time = plt.subplot(gs[0])\n",
    "    t = np.arange(N) / sample_rate\n",
    "    ax_time.plot(t, signal[:N], color='royalblue')\n",
    "    ax_time.set_title(f'Time Domain Analysis (First {N} Samples)', fontsize=14)\n",
    "    ax_time.set_xlabel('Time (s)', fontsize=12)\n",
    "    ax_time.set_ylabel('Amplitude', fontsize=12)\n",
    "    ax_time.grid(True, linestyle='--', alpha=0.7)\n",
    "    \n",
    "    # 2. Frequency Domain Analysis\n",
    "    ax_freq = plt.subplot(gs[1])\n",
    "    n = len(signal)\n",
    "    freqs = np.fft.rfftfreq(n, d=1/sample_rate)\n",
    "    spectrum = np.abs(np.fft.rfft(signal))**2 / (n * sample_rate)\n",
    "    ax_freq.plot(freqs, spectrum, color='darkgreen')\n",
    "    ax_freq.set_title('Frequency Domain Analysis (Power Spectral Density)', fontsize=14)\n",
    "    ax_freq.set_xlabel('Frequency (Hz)', fontsize=12)\n",
    "    ax_freq.set_ylabel('Power', fontsize=12)\n",
    "    ax_freq.set_yscale('log')\n",
    "    ax_freq.grid(True, linestyle='--', alpha=0.7)\n",
    "    \n",
    "    # 3. Statistical Distribution Analysis\n",
    "    ax_dist = plt.subplot(gs[2])\n",
    "    hist, bins = np.histogram(signal, bins=100, density=True)\n",
    "    ax_dist.bar(bins[:-1], hist, width=np.diff(bins), alpha=0.7, color='purple')\n",
    "    \n",
    "    # Overlay theoretical Gaussian distribution\n",
    "    gaussian = stats.norm.pdf(bins, loc=np.mean(signal), scale=np.std(signal))\n",
    "    ax_dist.plot(bins, gaussian, 'r-', linewidth=2)\n",
    "    \n",
    "    ax_dist.set_title('Distribution Characteristic Analysis', fontsize=14)\n",
    "    ax_dist.set_xlabel('Amplitude Value', fontsize=12)\n",
    "    ax_dist.set_ylabel('Probability Density', fontsize=12)\n",
    "    ax_dist.grid(True, linestyle='--', alpha=0.7)\n",
    "    \n",
    "    # Add KS test results\n",
    "    if ks_result:\n",
    "        plt.figtext(0.12, 0.01, \n",
    "                   f\"KS Test Results: D = {ks_result.statistic:.4f}, p-value = {ks_result.pvalue:.4f}\\n\"\n",
    "                   f\"(Null Hypothesis: Data follows normal distribution with mean = {np.mean(signal):.2f} and standard deviation = {np.std(signal):.2f})\",\n",
    "                   fontsize=11, bbox=dict(facecolor='lightyellow', alpha=0.5))\n",
    "    \n",
    "    plt.tight_layout()\n",
    "    plt.subplots_adjust(bottom=0.15)\n",
    "    plt.savefig('gmt_gaussian_analysis.png', dpi=120)\n",
    "    plt.show()\n",
    "\n",
    "# ======================================================\n",
    "# Main Program\n",
    "# ======================================================\n",
    "if __name__ == \"__main__\":\n",
    "    # Parameter configuration\n",
    "    N = 10000       # Signal length\n",
    "    mu = 0          # Mean value\n",
    "    sigma = 1       # Standard deviation\n",
    "    seed = 42       # Random seed\n",
    "    \n",
    "    # 1. Generate Gaussian white noise using GMT\n",
    "    generator = GMTGaussianGenerator(seed=seed)\n",
    "    signal = generator.generate(N, mu, sigma)\n",
    "    \n",
    "    print(f\"Statistical Characteristics of GMT-generated Signal:\")\n",
    "    print(f\" - Actual mean: {np.mean(signal):.6f} (Target: {mu})\")\n",
    "    print(f\" - Actual standard deviation: {np.std(signal):.6f} (Target: {sigma})\")\n",
    "    \n",
    "    # 2. KS test to verify distribution properties\n",
    "    ks_result = generator.ks_test()\n",
    "    print(\"\\nKS Test Results:\")\n",
    "    print(f\" - KS statistic D = {ks_result.statistic:.4f}\")\n",
    "    print(f\" - p-value = {ks_result.pvalue:.4f}\")\n",
    "    \n",
    "    # 3. Signal visualization analysis\n",
    "    visualize_analysis(signal, ks_result=ks_result)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
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